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Knowledge Integration in Steel Microstructure Analysis Using Unsupervised Image Segmentation and Supervised Machine Learning Techniques

open access: yesApplied Sciences
This study presents a methodology for analyzing bainitic microstructures in steel using image segmentation techniques and machine learning methods. Images of steel microstructures were processed using a superpixel segmentation algorithm, which generated ...
Tomasz Jażdżewski   +3 more
doaj   +1 more source

Experimental Investigation of Bainite Microstructure in Fe-C [PDF]

open access: hybrid
Antoine Allaire   +4 more
openalex   +1 more source

Response of ferrite, bainite, martensite, and retained austenite to a fire cycle in a fire-resistant steel

open access: bronze, 2021
Julián Escobar   +10 more
openalex   +2 more sources

Microstructure and deformation behavior of a novel steel rebar: Effect of the heterogeneous microstructure of soft ferrite and Hard bainite

open access: gold, 2020
Dan Song   +7 more
openalex   +1 more source

Mechanical properties of carbide-free lower bainite in complex-alloyed constructional steel: Effect of bainitizing treatment parameters

open access: diamond, 2020
V. І. Zurnadzhy   +6 more
openalex   +2 more sources

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